Overview

Dataset info

Number of variables51
Number of observations130
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory49.3 KiB
Average record size in memory388.0 B

Variables types

Numeric22
Categorical6
Boolean4
Date0
URL0
Text (Unique)0
Rejected18
Unsupported0

Warnings

cdct_count has 102 (78.5%) zeros Zeros
cddt_count has 121 (93.1%) zeros Zeros
cdnt_count has 73 (56.2%) zeros Zeros
cdpt_count has 124 (95.4%) zeros Zeros
cdrt_count has 95 (73.1%) zeros Zeros
cloc_count has 17 (13.1%) zeros Zeros
na_count has 108 (83.1%) zeros Zeros
nc_count has 119 (91.5%) zeros Zeros
nc_max is highly correlated with nc_count (ρ = 0.9384147708) Rejected
nc_mean is highly correlated with nc_max (ρ = 0.9697709999) Rejected
nc_min has constant value "0.0" Rejected
nco_count has 74 (56.9%) zeros Zeros
ncys_count has 110 (84.6%) zeros Zeros
ngc_count has 77 (59.2%) zeros Zeros
ngp_count has 45 (34.6%) zeros Zeros
ngro_count has constant value "0.0" Rejected
ni_count has 24 (18.5%) zeros Zeros
nif_count has 96 (73.8%) zeros Zeros
ninp_count has 78 (60.0%) zeros Zeros
nkeys_count is highly correlated with loc_count (ρ = 0.9722208285) Rejected
nn_count has 110 (84.6%) zeros Zeros
nnt_count is highly correlated with nn_count (ρ = 0.9315756529) Rejected
np_count has constant value "0.0" Rejected
np_max has constant value "0.0" Rejected
np_mean has constant value "0.0" Rejected
np_median has constant value "0.0" Rejected
np_min has constant value "0.0" Rejected
npol_count has constant value "0.0" Rejected
nr_count has constant value "0.0" Rejected
nrq_count is highly correlated with nn_count (ρ = 0.9276052195) Rejected
nrt_count has constant value "0.0" Rejected
nscm_count has 122 (93.8%) zeros Zeros
nsh_count has 102 (78.5%) zeros Zeros
ntkn_count is highly correlated with loc_count (ρ = 0.9135716037) Rejected
nw_count has constant value "0.0" Rejected
ttb_check is highly correlated with nnt_count (ρ = 0.9299802754) Rejected

Variables

bloc_count
Numeric

Distinct count26
Unique (%)20.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10.63076923
Minimum2
Maximum88
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile2
Q15
Median7
Q312
95-th percentile26.55
Maximum88
Range86
Interquartile range7

Descriptive statistics

Standard deviation11.12029952
Coef of variation1.046048435
Kurtosis22.89634768
Mean10.63076923
MAD6.509822485
Skewness4.091197048
Sum1382
Variance123.6610614
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=26)
Histogram
Histogram with variable size bins (bins=[ 2. 12.5 33. 88. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 15 11.5%
 
7 14 10.8%
 
10 12 9.2%
 
5 11 8.5%
 
3 11 8.5%
 
4 9 6.9%
 
12 8 6.2%
 
2 8 6.2%
 
8 6 4.6%
 
11 6 4.6%
 
Other values (16) 30 23.1%
 

Minimum 5 values

ValueCountFrequency (%) 
2 8 6.2%
 
3 11 8.5%
 
4 9 6.9%
 
5 11 8.5%
 
6 15 11.5%
 

Maximum 5 values

ValueCountFrequency (%) 
88 1 0.8%
 
69 1 0.8%
 
34 2 1.5%
 
32 2 1.5%
 
27 1 0.8%
 

cdat_count
Categorical

Distinct count3
Unique (%)2.3%
Missing (%)0.0%
Missing (n)0
0
123
1
 
4
8
 
3
ValueCountFrequency (%) 
0 123 94.6%
 
1 4 3.1%
 
8 3 2.3%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

cdct_count
Numeric

Distinct count7
Unique (%)5.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.7
Minimum0
Maximum15
Zeros (%)78.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2.55
Maximum15
Range15
Interquartile range0

Descriptive statistics

Standard deviation2.435684327
Coef of variation3.479549038
Kurtosis27.02019759
Mean0.7
MAD1.098461538
Skewness5.112523812
Sum91
Variance5.93255814
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=7)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 2.5 15. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 102 78.5%
 
1 15 11.5%
 
2 6 4.6%
 
15 3 2.3%
 
3 2 1.5%
 
4 1 0.8%
 
9 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 102 78.5%
 
1 15 11.5%
 
2 6 4.6%
 
3 2 1.5%
 
4 1 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
15 3 2.3%
 
9 1 0.8%
 
4 1 0.8%
 
3 2 1.5%
 
2 6 4.6%
 

cddt_count
Numeric

Distinct count8
Unique (%)6.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8384615385
Minimum0
Maximum20
Zeros (%)93.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2.65
Maximum20
Range20
Interquartile range0

Descriptive statistics

Standard deviation3.695385445
Coef of variation4.407340438
Kurtosis19.33762221
Mean0.8384615385
MAD1.560828402
Skewness4.527730385
Sum109
Variance13.65587358
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 20. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 121 93.1%
 
1 2 1.5%
 
19 2 1.5%
 
20 1 0.8%
 
4 1 0.8%
 
18 1 0.8%
 
17 1 0.8%
 
10 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 121 93.1%
 
1 2 1.5%
 
4 1 0.8%
 
10 1 0.8%
 
17 1 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
20 1 0.8%
 
19 2 1.5%
 
18 1 0.8%
 
17 1 0.8%
 
10 1 0.8%
 

cdgt_count
Boolean

Distinct count2
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
0
126
1
 
4
ValueCountFrequency (%) 
0 126 96.9%
 
1 4 3.1%
 

cdit_count
Categorical

Distinct count2
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
0
127
3
 
3
ValueCountFrequency (%) 
0 127 97.7%
 
3 3 2.3%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

cdnt_count
Numeric

Distinct count12
Unique (%)9.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.576923077
Minimum0
Maximum22
Zeros (%)56.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile7.55
Maximum22
Range22
Interquartile range1

Descriptive statistics

Standard deviation3.714345508
Coef of variation2.355438615
Kurtosis16.76039787
Mean1.576923077
MAD2.001775148
Skewness3.940756817
Sum205
Variance13.79636255
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=12)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 22. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 73 56.2%
 
1 26 20.0%
 
2 12 9.2%
 
3 5 3.8%
 
4 4 3.1%
 
22 2 1.5%
 
5 2 1.5%
 
16 2 1.5%
 
8 1 0.8%
 
7 1 0.8%
 
Other values (2) 2 1.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 73 56.2%
 
1 26 20.0%
 
2 12 9.2%
 
3 5 3.8%
 
4 4 3.1%
 

Maximum 5 values

ValueCountFrequency (%) 
22 2 1.5%
 
16 2 1.5%
 
14 1 0.8%
 
9 1 0.8%
 
8 1 0.8%
 

cdpt_count
Numeric

Distinct count5
Unique (%)3.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1615384615
Minimum0
Maximum5
Zeros (%)95.4%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile0
Maximum5
Range5
Interquartile range0

Descriptive statistics

Standard deviation0.8146321389
Coef of variation5.04296086
Kurtosis28.66633371
Mean0.1615384615
MAD0.3081656805
Skewness5.373341804
Sum21
Variance0.6636255218
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[0. 0.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 124 95.4%
 
5 3 2.3%
 
3 1 0.8%
 
2 1 0.8%
 
1 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 124 95.4%
 
1 1 0.8%
 
2 1 0.8%
 
3 1 0.8%
 
5 3 2.3%
 

Maximum 5 values

ValueCountFrequency (%) 
5 3 2.3%
 
3 1 0.8%
 
2 1 0.8%
 
1 1 0.8%
 
0 124 95.4%
 

cdrt_count
Numeric

Distinct count7
Unique (%)5.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.6769230769
Minimum0
Maximum14
Zeros (%)73.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum14
Range14
Interquartile range1

Descriptive statistics

Standard deviation1.860296653
Coef of variation2.74816551
Kurtosis24.7011293
Mean0.6769230769
MAD0.9893491124
Skewness4.555462429
Sum88
Variance3.460703637
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=7)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 4. 14. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 95 73.1%
 
1 21 16.2%
 
2 5 3.8%
 
3 3 2.3%
 
8 3 2.3%
 
5 2 1.5%
 
14 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 95 73.1%
 
1 21 16.2%
 
2 5 3.8%
 
3 3 2.3%
 
5 2 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
14 1 0.8%
 
8 3 2.3%
 
5 2 1.5%
 
3 3 2.3%
 
2 5 3.8%
 

cloc_count
Numeric

Distinct count19
Unique (%)14.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.623076923
Minimum0
Maximum140
Zeros (%)13.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13
Median4
Q37
95-th percentile12.1
Maximum140
Range140
Interquartile range4

Descriptive statistics

Standard deviation13.33716925
Coef of variation2.013742162
Kurtosis79.17176112
Mean6.623076923
MAD5.05112426
Skewness8.214260182
Sum861
Variance177.8800835
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=19)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 2.5 3.5 7.5 12. 140. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 40 30.8%
 
0 17 13.1%
 
5 15 11.5%
 
7 11 8.5%
 
10 10 7.7%
 
6 10 7.7%
 
4 5 3.8%
 
1 4 3.1%
 
11 4 3.1%
 
8 3 2.3%
 
Other values (9) 11 8.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 17 13.1%
 
1 4 3.1%
 
2 1 0.8%
 
3 40 30.8%
 
4 5 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
140 1 0.8%
 
49 1 0.8%
 
31 1 0.8%
 
26 1 0.8%
 
25 1 0.8%
 

cluster_prediction
Categorical

Distinct count3
Unique (%)2.3%
Missing (%)0.0%
Missing (n)0
0
69
1
51
2
 
10
ValueCountFrequency (%) 
0 69 53.1%
 
1 51 39.2%
 
2 10 7.7%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

df_index
Path

Distinct count130
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Common prefixC:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\2. Total Industry\
ValueCountFrequency (%) 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\relationships.yaml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (59).yml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (3).yaml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\relationships (6).yaml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (60).yml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (6).yml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\interfaces (3).yaml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (8).yaml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (46).yml 1 0.8%
 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\data (2).yaml 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
types (5) 2 1.5%
 
types (14) 2 1.5%
 
types (6) 2 1.5%
 
types (10) 2 1.5%
 
types (3) 2 1.5%
 
types (4) 2 1.5%
 
types (12) 2 1.5%
 
types (7) 2 1.5%
 
types 2 1.5%
 
types (11) 2 1.5%
 
Other values (107) 110 84.6%
 
ValueCountFrequency (%) 
types (13).yaml 1 0.8%
 
types (12).yaml 1 0.8%
 
types (57).yml 1 0.8%
 
types (48).yml 1 0.8%
 
nodes (3).yaml 1 0.8%
 
types (21).yml 1 0.8%
 
agentless.yaml 1 0.8%
 
nodes (6).yaml 1 0.8%
 
types (4).yaml 1 0.8%
 
types (27).yml 1 0.8%
 
Other values (120) 120 92.3%
 
ValueCountFrequency (%) 
.yaml 69 53.1%
 
.yml 61 46.9%
 
ValueCountFrequency (%) 
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\2. Total Industry 130 100.0%
 

dpt_count
Numeric

Distinct count10
Unique (%)7.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.930769231
Minimum1
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q15
Median6
Q38
95-th percentile9
Maximum10
Range9
Interquartile range3

Descriptive statistics

Standard deviation2.020010214
Coef of variation0.3405983499
Kurtosis-0.4893278785
Mean5.930769231
MAD1.556331361
Skewness-0.4371190818
Sum771
Variance4.080441264
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 5.5 8.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 39 30.0%
 
8 27 20.8%
 
7 15 11.5%
 
3 11 8.5%
 
5 10 7.7%
 
4 10 7.7%
 
2 9 6.9%
 
9 6 4.6%
 
10 2 1.5%
 
1 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.8%
 
2 9 6.9%
 
3 11 8.5%
 
4 10 7.7%
 
5 10 7.7%
 

Maximum 5 values

ValueCountFrequency (%) 
10 2 1.5%
 
9 6 4.6%
 
8 27 20.8%
 
7 15 11.5%
 
6 39 30.0%
 

etp_count
Numeric

Distinct count95
Unique (%)73.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.963307692
Minimum2
Maximum8.28
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile3.32
Q15.2725
Median6.005
Q36.94
95-th percentile7.7555
Maximum8.28
Range6.28
Interquartile range1.6675

Descriptive statistics

Standard deviation1.340965976
Coef of variation0.2248694928
Kurtosis0.7193634682
Mean5.963307692
MAD1.042078107
Skewness-0.8518590907
Sum775.23
Variance1.79818975
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[2. 4.78 7.49 8.28], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5.31 4 3.1%
 
7.45 4 3.1%
 
5.63 3 2.3%
 
2.81 3 2.3%
 
6.94 3 2.3%
 
6.87 3 2.3%
 
2 3 2.3%
 
4 3 2.3%
 
5.81 2 1.5%
 
7.3 2 1.5%
 
Other values (85) 100 76.9%
 

Minimum 5 values

ValueCountFrequency (%) 
2 3 2.3%
 
2.81 3 2.3%
 
3.32 2 1.5%
 
3.46 1 0.8%
 
3.7 1 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
8.28 1 0.8%
 
8.21 1 0.8%
 
8.1 1 0.8%
 
7.91 1 0.8%
 
7.86 2 1.5%
 

loc_count
Numeric

Distinct count84
Unique (%)64.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean128.7538462
Minimum3
Maximum662
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile6.45
Q129.75
Median72.5
Q3193.75
95-th percentile474.4
Maximum662
Range659
Interquartile range164

Descriptive statistics

Standard deviation144.5217218
Coef of variation1.122465279
Kurtosis3.427152262
Mean128.7538462
MAD107.0937278
Skewness1.861438023
Sum16738
Variance20886.52809
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 3. 18. 90.5 330.5 662. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
71 5 3.8%
 
46 5 3.8%
 
11 4 3.1%
 
142 3 2.3%
 
326 3 2.3%
 
85 3 2.3%
 
3 3 2.3%
 
12 3 2.3%
 
225 3 2.3%
 
73 3 2.3%
 
Other values (74) 95 73.1%
 

Minimum 5 values

ValueCountFrequency (%) 
3 3 2.3%
 
5 2 1.5%
 
6 2 1.5%
 
7 2 1.5%
 
8 1 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
662 1 0.8%
 
647 1 0.8%
 
623 1 0.8%
 
585 1 0.8%
 
512 2 1.5%
 

na_count
Numeric

Distinct count9
Unique (%)6.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.7
Minimum0
Maximum22
Zeros (%)83.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile3
Maximum22
Range22
Interquartile range0

Descriptive statistics

Standard deviation2.595912111
Coef of variation3.708445873
Kurtosis42.01433981
Mean0.7
MAD1.163076923
Skewness6.006942491
Sum91
Variance6.73875969
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=9)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 4. 22. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 108 83.1%
 
1 8 6.2%
 
3 5 3.8%
 
2 3 2.3%
 
7 2 1.5%
 
15 1 0.8%
 
5 1 0.8%
 
6 1 0.8%
 
22 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 108 83.1%
 
1 8 6.2%
 
2 3 2.3%
 
3 5 3.8%
 
5 1 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
22 1 0.8%
 
15 1 0.8%
 
7 2 1.5%
 
6 1 0.8%
 
5 1 0.8%
 

nc_count
Numeric

Distinct count9
Unique (%)6.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5153846154
Minimum0
Maximum18
Zeros (%)91.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile3
Maximum18
Range18
Interquartile range0

Descriptive statistics

Standard deviation2.228200565
Coef of variation4.323374231
Kurtosis34.03547577
Mean0.5153846154
MAD0.9435502959
Skewness5.466321506
Sum67
Variance4.964877758
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=9)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 18. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 119 91.5%
 
1 3 2.3%
 
3 2 1.5%
 
8 1 0.8%
 
10 1 0.8%
 
7 1 0.8%
 
9 1 0.8%
 
18 1 0.8%
 
6 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 119 91.5%
 
1 3 2.3%
 
3 2 1.5%
 
6 1 0.8%
 
7 1 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
18 1 0.8%
 
10 1 0.8%
 
9 1 0.8%
 
8 1 0.8%
 
7 1 0.8%
 

nc_max
Highly correlated

This variable is highly correlated with nc_count and should be ignored for analysis

Correlation0.9384147708

nc_mean
Highly correlated

This variable is highly correlated with nc_max and should be ignored for analysis

Correlation0.9697709999

nc_median
Boolean

Distinct count2
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
0
128
1
 
2
ValueCountFrequency (%) 
0 128 98.5%
 
1 2 1.5%
 

nc_min
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

nco_count
Numeric

Distinct count11
Unique (%)8.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.715384615
Minimum0
Maximum12
Zeros (%)56.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q33
95-th percentile8
Maximum12
Range12
Interquartile range3

Descriptive statistics

Standard deviation2.697212501
Coef of variation1.572366032
Kurtosis3.045023689
Mean1.715384615
MAD2.06295858
Skewness1.829350317
Sum223
Variance7.274955277
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 4.5 12. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 74 56.9%
 
2 12 9.2%
 
1 10 7.7%
 
4 10 7.7%
 
3 7 5.4%
 
8 6 4.6%
 
6 4 3.1%
 
5 3 2.3%
 
12 2 1.5%
 
7 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 74 56.9%
 
1 10 7.7%
 
2 12 9.2%
 
3 7 5.4%
 
4 10 7.7%
 

Maximum 5 values

ValueCountFrequency (%) 
12 2 1.5%
 
10 1 0.8%
 
8 6 4.6%
 
7 1 0.8%
 
6 4 3.1%
 

ncys_count
Numeric

Distinct count10
Unique (%)7.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8615384615
Minimum0
Maximum20
Zeros (%)84.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile4.55
Maximum20
Range20
Interquartile range0

Descriptive statistics

Standard deviation2.855034574
Coef of variation3.313879417
Kurtosis24.05680527
Mean0.8615384615
MAD1.457988166
Skewness4.609460084
Sum112
Variance8.151222421
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 4.5 20. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 110 84.6%
 
4 4 3.1%
 
3 3 2.3%
 
2 3 2.3%
 
1 3 2.3%
 
8 2 1.5%
 
10 2 1.5%
 
5 1 0.8%
 
17 1 0.8%
 
20 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 110 84.6%
 
1 3 2.3%
 
2 3 2.3%
 
3 3 2.3%
 
4 4 3.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20 1 0.8%
 
17 1 0.8%
 
10 2 1.5%
 
8 2 1.5%
 
5 1 0.8%
 

nf_count
Categorical

Distinct count3
Unique (%)2.3%
Missing (%)0.0%
Missing (n)0
0
128
2
 
1
1
 
1
ValueCountFrequency (%) 
0 128 98.5%
 
2 1 0.8%
 
1 1 0.8%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

ngc_count
Numeric

Distinct count18
Unique (%)13.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.784615385
Minimum0
Maximum40
Zeros (%)59.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q32
95-th percentile18.4
Maximum40
Range40
Interquartile range2

Descriptive statistics

Standard deviation6.906894225
Coef of variation2.480376379
Kurtosis12.01429576
Mean2.784615385
MAD3.87739645
Skewness3.442404569
Sum362
Variance47.70518784
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=18)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 40. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 77 59.2%
 
1 18 13.8%
 
2 7 5.4%
 
3 6 4.6%
 
4 6 4.6%
 
30 2 1.5%
 
5 2 1.5%
 
14 2 1.5%
 
29 1 0.8%
 
8 1 0.8%
 
Other values (8) 8 6.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 77 59.2%
 
1 18 13.8%
 
2 7 5.4%
 
3 6 4.6%
 
4 6 4.6%
 

Maximum 5 values

ValueCountFrequency (%) 
40 1 0.8%
 
30 2 1.5%
 
29 1 0.8%
 
27 1 0.8%
 
24 1 0.8%
 

ngp_count
Numeric

Distinct count33
Unique (%)25.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10.63846154
Minimum0
Maximum128
Zeros (%)34.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median3
Q311
95-th percentile40.55
Maximum128
Range128
Interquartile range11

Descriptive statistics

Standard deviation18.68507004
Coef of variation1.756369563
Kurtosis15.16039692
Mean10.63846154
MAD11.90236686
Skewness3.410973646
Sum1383
Variance349.1318426
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=33)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 4.5 12. 43.5 128. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 45 34.6%
 
3 11 8.5%
 
2 9 6.9%
 
4 7 5.4%
 
9 6 4.6%
 
10 4 3.1%
 
11 4 3.1%
 
26 4 3.1%
 
20 4 3.1%
 
6 4 3.1%
 
Other values (23) 32 24.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 45 34.6%
 
1 3 2.3%
 
2 9 6.9%
 
3 11 8.5%
 
4 7 5.4%
 

Maximum 5 values

ValueCountFrequency (%) 
128 1 0.8%
 
93 1 0.8%
 
77 1 0.8%
 
69 1 0.8%
 
46 1 0.8%
 

ngro_count
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

ni_count
Numeric

Distinct count15
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.153846154
Minimum0
Maximum18
Zeros (%)18.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
Median2
Q34
95-th percentile10
Maximum18
Range18
Interquartile range3

Descriptive statistics

Standard deviation3.458416402
Coef of variation1.096571054
Kurtosis4.361467967
Mean3.153846154
MAD2.4
Skewness1.974010948
Sum410
Variance11.96064401
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=15)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 4.5 9. 18. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 25 19.2%
 
0 24 18.5%
 
3 22 16.9%
 
2 20 15.4%
 
4 14 10.8%
 
8 6 4.6%
 
5 4 3.1%
 
6 4 3.1%
 
10 3 2.3%
 
7 2 1.5%
 
Other values (5) 6 4.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 24 18.5%
 
1 25 19.2%
 
2 20 15.4%
 
3 22 16.9%
 
4 14 10.8%
 

Maximum 5 values

ValueCountFrequency (%) 
18 1 0.8%
 
15 2 1.5%
 
14 1 0.8%
 
13 1 0.8%
 
12 1 0.8%
 

nif_count
Numeric

Distinct count9
Unique (%)6.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.7846153846
Minimum0
Maximum14
Zeros (%)73.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile3
Maximum14
Range14
Interquartile range1

Descriptive statistics

Standard deviation2.015385071
Coef of variation2.568628031
Kurtosis19.50067845
Mean0.7846153846
MAD1.158816568
Skewness4.062369785
Sum102
Variance4.061776983
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=9)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 4. 14. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 96 73.8%
 
1 13 10.0%
 
3 8 6.2%
 
2 7 5.4%
 
5 2 1.5%
 
8 1 0.8%
 
10 1 0.8%
 
14 1 0.8%
 
9 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 96 73.8%
 
1 13 10.0%
 
2 7 5.4%
 
3 8 6.2%
 
5 2 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
14 1 0.8%
 
10 1 0.8%
 
9 1 0.8%
 
8 1 0.8%
 
5 2 1.5%
 

ninp_count
Numeric

Distinct count24
Unique (%)18.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.423076923
Minimum0
Maximum103
Zeros (%)60.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q36
95-th percentile20.55
Maximum103
Range103
Interquartile range6

Descriptive statistics

Standard deviation13.7642754
Coef of variation2.538093336
Kurtosis27.24280957
Mean5.423076923
MAD7.233727811
Skewness4.81972134
Sum705
Variance189.4552773
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=24)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 6.5 20.5 103. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 78 60.0%
 
6 8 6.2%
 
11 4 3.1%
 
1 4 3.1%
 
3 4 3.1%
 
4 4 3.1%
 
2 4 3.1%
 
14 4 3.1%
 
7 2 1.5%
 
10 2 1.5%
 
Other values (14) 16 12.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 78 60.0%
 
1 4 3.1%
 
2 4 3.1%
 
3 4 3.1%
 
4 4 3.1%
 

Maximum 5 values

ValueCountFrequency (%) 
103 1 0.8%
 
75 1 0.8%
 
71 1 0.8%
 
33 1 0.8%
 
30 1 0.8%
 

ninpc_count
Categorical

Distinct count4
Unique (%)3.1%
Missing (%)0.0%
Missing (n)0
0
121
1
 
7
0.5
 
1
ValueCountFrequency (%) 
0 121 93.1%
 
1 7 5.4%
 
0.5 1 0.8%
 
0.75 1 0.8%
 
Max length4
Mean length3.007692308
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

nkeys_count
Highly correlated

This variable is highly correlated with loc_count and should be ignored for analysis

Correlation0.9722208285

nn_count
Numeric

Distinct count13
Unique (%)10.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.661538462
Minimum0
Maximum29
Zeros (%)84.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile11
Maximum29
Range29
Interquartile range0

Descriptive statistics

Standard deviation4.674777856
Coef of variation2.81352371
Kurtosis14.3424717
Mean1.661538462
MAD2.81183432
Skewness3.555154618
Sum216
Variance21.853548
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=13)
Histogram
Histogram with variable size bins (bins=[ 0. 2. 14. 29.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 110 84.6%
 
7 3 2.3%
 
6 3 2.3%
 
11 2 1.5%
 
5 2 1.5%
 
10 2 1.5%
 
12 2 1.5%
 
4 1 0.8%
 
18 1 0.8%
 
16 1 0.8%
 
Other values (3) 3 2.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 110 84.6%
 
4 1 0.8%
 
5 2 1.5%
 
6 3 2.3%
 
7 3 2.3%
 

Maximum 5 values

ValueCountFrequency (%) 
29 1 0.8%
 
25 1 0.8%
 
18 1 0.8%
 
16 1 0.8%
 
12 2 1.5%
 

nnt_count
Highly correlated

This variable is highly correlated with nn_count and should be ignored for analysis

Correlation0.9315756529

nout_count
Categorical

Distinct count3
Unique (%)2.3%
Missing (%)0.0%
Missing (n)0
0
116
1
 
13
3
 
1
ValueCountFrequency (%) 
0 116 89.2%
 
1 13 10.0%
 
3 1 0.8%
 
Max length3
Mean length3
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

np_count
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

np_max
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

np_mean
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

np_median
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

np_min
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

npol_count
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

nr_count
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

nrq_count
Highly correlated

This variable is highly correlated with nn_count and should be ignored for analysis

Correlation0.9276052195

nrt_count
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

nscm_count
Numeric

Distinct count5
Unique (%)3.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.3076923077
Minimum0
Maximum24
Zeros (%)93.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum24
Range24
Interquartile range0

Descriptive statistics

Standard deviation2.188221301
Coef of variation7.111719229
Kurtosis108.9159637
Mean0.3076923077
MAD0.5775147929
Skewness10.14389766
Sum40
Variance4.788312463
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 4. 24. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 122 93.8%
 
2 4 3.1%
 
1 2 1.5%
 
24 1 0.8%
 
6 1 0.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 122 93.8%
 
1 2 1.5%
 
2 4 3.1%
 
6 1 0.8%
 
24 1 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
24 1 0.8%
 
6 1 0.8%
 
2 4 3.1%
 
1 2 1.5%
 
0 122 93.8%
 

nsh_count
Numeric

Distinct count14
Unique (%)10.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.576923077
Minimum0
Maximum48
Zeros (%)78.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile8
Maximum48
Range48
Interquartile range0

Descriptive statistics

Standard deviation5.269284088
Coef of variation3.341497227
Kurtosis48.29389628
Mean1.576923077
MAD2.54556213
Skewness6.17834144
Sum205
Variance27.7653548
Memory size1.1 KiB
Histogram
Histogram with fixed size bins (bins=14)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 8.5 48. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 102 78.5%
 
1 8 6.2%
 
6 3 2.3%
 
8 3 2.3%
 
3 2 1.5%
 
7 2 1.5%
 
4 2 1.5%
 
13 2 1.5%
 
16 1 0.8%
 
9 1 0.8%
 
Other values (4) 4 3.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 102 78.5%
 
1 8 6.2%
 
2 1 0.8%
 
3 2 1.5%
 
4 2 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
48 1 0.8%
 
21 1 0.8%
 
16 1 0.8%
 
13 2 1.5%
 
9 1 0.8%
 

ntkn_count
Highly correlated

This variable is highly correlated with loc_count and should be ignored for analysis

Correlation0.9135716037

nw_count
Constant

This variable is constant and should be ignored for analysis

Constant value0.0

tdb_check
Boolean

Distinct count2
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
True
128
False
 
2
ValueCountFrequency (%) 
True 128 98.5%
 
False 2 1.5%
 

tob_check
Boolean

Distinct count2
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
False
82
True
48
ValueCountFrequency (%) 
False 82 63.1%
 
True 48 36.9%
 

ttb_check
Highly correlated

This variable is highly correlated with nnt_count and should be ignored for analysis

Correlation0.9299802754

Correlations

Missing values

Sample

First rows

bloc_countcdat_countcdct_countcddt_countcdgt_countcdit_countcdnt_countcdpt_countcdrt_countcloc_countcluster_predictiondf_indexdpt_countetp_countloc_countna_countnc_countnc_maxnc_meannc_mediannc_minnco_countncys_countnf_countngc_countngp_countngro_countni_countnif_countninp_countninpc_countnkeys_countnn_countnnt_countnout_countnp_countnp_maxnp_meannp_mediannp_minnpol_countnr_countnrq_countnrt_countnscm_countnsh_countntkn_countnw_counttdb_checktob_checkttb_check
011.00.00.00.00.00.09.00.00.08.00C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\agentless.yaml8.04.77114.00.00.00.00.00.00.00.00.00.00.03.00.00.09.013.00.0114.00.00.00.00.00.00.00.00.00.00.00.00.00.013.0159.00.0FalseFalseFalse
112.08.00.00.00.00.00.00.00.07.01C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (2).yaml4.06.8785.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.061.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0367.00.0TrueTrueFalse
212.08.00.00.00.00.00.00.00.07.01C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (3).yaml4.06.8785.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.061.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0367.00.0TrueTrueFalse
33.01.00.00.00.00.00.00.00.06.01C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (4).yaml6.05.6367.00.00.00.00.00.00.00.00.00.00.011.00.00.00.00.00.054.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0182.00.0TrueTrueFalse
42.01.00.00.00.00.00.00.00.00.02C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (5).yaml3.03.707.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.06.00.00.00.00.00.00.00.00.00.00.00.00.00.00.013.00.0TrueTrueFalse
512.08.00.00.00.00.00.00.00.07.01C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts.yaml4.06.8785.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.061.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0367.00.0TrueTrueFalse
619.00.015.00.00.00.00.00.00.05.01C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (2).yaml6.07.45326.00.00.00.00.00.00.08.00.00.00.026.00.01.00.00.00.0248.00.00.00.00.00.00.00.00.00.00.00.00.00.00.01216.00.0TrueTrueFalse
719.00.015.00.00.00.00.00.00.05.01C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (3).yaml6.07.45326.00.00.00.00.00.00.08.00.00.00.026.00.01.00.00.00.0248.00.00.00.00.00.00.00.00.00.00.00.00.00.00.01216.00.0TrueTrueFalse
86.00.03.00.00.00.00.00.00.08.01C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (4).yaml6.05.8646.00.00.00.00.00.00.00.00.00.00.03.00.01.00.00.00.038.00.00.00.00.00.00.00.00.00.00.00.00.00.00.0117.00.0TrueTrueFalse
92.00.01.00.00.00.00.00.00.00.02C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (5).yaml2.02.003.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.03.00.00.00.00.00.00.00.00.00.00.00.00.00.00.04.00.0TrueTrueFalse

Last rows

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